Proof of Usefulness Report

Morgan Stanley

Analysis completed on 1/23/2026

+380
Proof of Usefulness Score
Certified Problem Solver

The submission represents Morgan Stanley's Shareworks, a legitimate enterprise-grade equity management platform with massive real-world scale. However, the submission quality is extremely low, featuring pseudonyms ('AncientStone'), placeholder metrics (revenue '1000000001'), and hyperbolic claims ('most people have used my product'). While the underlying entity's utility and traction are undeniable (warranting a high baseline), the score is significantly penalized due to the lack of specific evidence, poor response quality, and vague audience definitions. The score reflects a massive entity represented poorly, landing slightly above the calibration baseline for established brands.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+15.2
Technical Innovation+7.2
Evidence Of Traction+19.0
Market Timing Relevance+5.0
Functional Completeness+0.5
Subtotal+69.4
Usefulness Multiplierx5.47
Final Score+380

Project Details

Description
Combining cutting-edge technology with outstanding client service and premier wealth management capabilities, Shareworks by Morgan Stanley is designed to simplify the complexities of equity plan management, while helping employees realize the full potential of their benefits. https://www.shareworks.com/disclaimers/ https://www.morganstanley.com/disclaimers/terms

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline